Conservative Q Learning on top of SAC
☆138Oct 15, 2022Updated 3 years ago
Alternatives and similar repositories for CQL
Users that are interested in CQL are comparing it to the libraries listed below
Sorting:
- Conservative Q learning in Jax☆57Feb 7, 2023Updated 3 years ago
- Code for conservative Q-learning☆476Dec 7, 2021Updated 4 years ago
- ☆320Jan 23, 2022Updated 4 years ago
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆148May 6, 2024Updated last year
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆400Dec 18, 2021Updated 4 years ago
- Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)☆80Aug 14, 2022Updated 3 years ago
- A PyTorch implementation of Implicit Q-Learning☆96Oct 23, 2021Updated 4 years ago
- Facebear's minimal implementation of SBAC (Soft behavior regularized actor critic, NIPS22 offline RL workshop)☆11Jul 4, 2022Updated 3 years ago
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆29Feb 21, 2022Updated 4 years ago
- ☆60Feb 3, 2023Updated 3 years ago
- [ICLR 2023 Oral] The official implementation of SQL and EQL in "Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Reg…☆46Jul 27, 2023Updated 2 years ago
- [ICRA'25] H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics Gaps☆12Apr 10, 2025Updated 11 months ago
- A simple and easy to use implementation of the soft actor-critic algorithm.☆15Sep 2, 2022Updated 3 years ago
- ☆203Mar 25, 2023Updated 2 years ago
- An offline deep reinforcement learning library☆1,644Sep 10, 2025Updated 6 months ago
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning (NeurIPS 2023)☆120Jul 31, 2024Updated last year
- [NeurIPS 2022 Oral] The official implementation of POR in "A Policy-Guided Imitation Approach for Offline Reinforcement Learning"☆57Apr 6, 2023Updated 2 years ago
- A collection of offline reinforcement learning algorithms.☆208Nov 26, 2024Updated last year
- A collection of reference environments for offline reinforcement learning☆1,662Nov 18, 2024Updated last year
- An index of algorithms for offline reinforcement learning (offline-rl)☆1,056May 23, 2024Updated last year
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆753Oct 26, 2022Updated 3 years ago
- Experiment for Understanding the Effects of Dataset Characteristics on Offline Reinforcement Learning☆26Jan 16, 2023Updated 3 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆190May 17, 2022Updated 3 years ago
- [ICLR 2024] The official implementation of "Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model"☆120Feb 11, 2025Updated last year
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆35Jan 5, 2023Updated 3 years ago
- High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC…☆1,333Aug 3, 2023Updated 2 years ago
- ☆388Feb 13, 2023Updated 3 years ago
- The official implementation of "Mind the Gap: Offline Policy Optimization for Imperfect Rewards" (ICLR2023)☆16Mar 3, 2023Updated 3 years ago
- ☆19May 25, 2023Updated 2 years ago
- ☆18Mar 10, 2026Updated last week
- Code for Latent Action Space for Offline Reinforcement Learning [CoRL 2020]☆53Oct 18, 2021Updated 4 years ago
- [AAMAS'26] xTED: Cross-Domain Adaptation via Diffusion-Based Trajectory Editing☆24Jan 8, 2026Updated 2 months ago
- Benchmarked implementations of Offline RL Algorithms.☆77Mar 4, 2025Updated last year
- The official implementation of "When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning" (ICLR2023)☆44Mar 6, 2023Updated 3 years ago
- Advantage weighted Actor Critic for Offline RL☆53Aug 27, 2022Updated 3 years ago
- ☆22Nov 3, 2023Updated 2 years ago
- ☆26Jun 14, 2022Updated 3 years ago
- Collection of reinforcement learning algorithms☆2,877Jun 17, 2024Updated last year
- ☆15Jun 1, 2023Updated 2 years ago